Oil palm and machine learning: Reviewing one decade of ideas, innovations, applications, and gaps

N Khan, MA Kamaruddin, UU Sheikh, Y Yusup… - Agriculture, 2021 - mdpi.com
Machine learning (ML) offers new technologies in the precision agriculture domain with its
intelligent algorithms and strong computation. Oil palm is one of the rich crops that is also …

[HTML][HTML] Expert systems in oil palm precision agriculture: A decade systematic review

XJ Tan, WL Cheor, KS Yeo, WZ Leow - Journal of King Saud University …, 2022 - Elsevier
Abstract Oil palm (Elaeis guineensis Jacq.) is of the most profitable and widespread
commercial high tree crops in the tropical world, typically in Southeastern Asia. The present …

Combination of laser-light backscattering imaging and computer vision for rapid determination of oil palm fresh fruit bunches maturity

MM Ali, N Hashim, ASA Hamid - Computers and Electronics in Agriculture, 2020 - Elsevier
The classification of oil palm fresh fruit bunches (FFB) in relation to the maturity level is an
important aspect to determine the quality and productivity of the fruit. This study evaluated …

Oil palm fresh fruit bunch ripeness detection methods: A systematic review

JW Lai, HR Ramli, LI Ismail, WZ Wan Hasan - Agriculture, 2023 - mdpi.com
The increasing severity of the labour shortage problem in the Malaysian palm oil industry
has created a need to explore other avenues for harvesting oil palm fresh fruit bunches …

Classification of oil palm fresh fruit maturity based on carotene content from Raman spectra

T Raj, FH Hashim, AB Huddin, A Hussain… - Scientific Reports, 2021 - nature.com
The oil yield, measured in oil extraction rate per hectare in the palm oil industry, is directly
affected by the ripening levels of the oil palm fresh fruit bunches at the point of harvesting. A …

Application of an inductive sensor system for identifying ripeness and forecasting harvest time of oil palm

R Sinambela, T Mandang, IDM Subrata… - Scientia …, 2020 - Elsevier
Ripeness estimation of oil palm fresh fruit bunches is a crucial component in the
management of oil palm harvesting, as it will lead to profitability and marketability of the …

Fresh Fruit Bunch Ripeness Classification Methods: A Review

JY Goh, Y Md Yunos, MS Mohamed Ali - Food and Bioprocess Technology, 2024 - Springer
The escalating demand for palm oil necessitates enhanced production strategies. As the
trend shifts towards automated harvesting to meet the demand, precise ripeness …

[PDF][PDF] A rapid and non-destructive technique in determining the ripeness of oil palm fresh fruit bunch (FFB)

ZM Zulkifli, FH Hashim, T Raj, AB Huddin - Jurnal Kejuruteraan, 2018 - academia.edu
Oil palm industry is one of the main industries in Malaysia that contributes to the country's
gross domestic product (GDP). In the oil palm industrial sector, methods of planting …

Lifecycle GHG emissions of palm biodiesel: Unintended market effects negate direct benefits of the Malaysian Economic Transformation Plan (ETP)

AFN Abdul-Manan - Energy Policy, 2017 - Elsevier
Biodiesel expansion can lead to unintended effects that offset the direct GHG benefits of
biofuels. Two documented unintended effects are the indirect land use change (ILUC) and …

Fruit battery with charging concept for oil palm maturity sensor

N Misron, NS Kamal Azhar, MN Hamidon, I Aris… - Sensors, 2019 - mdpi.com
There are many factors affecting oil extraction rate (OER) but a large contributor to high
national OER is by processing good-quality fresh fruit bunches (FFB) at the mills. The current …